Sourcing policy

Where candidates come from

We only use official, authorized APIs for automated sourcing. We do not scrape HTML from any marketplace, auction site or dealer, and we do not automate account logins to gather listings.

The qualification rule

A candidate is considered for the magazine if it meets any one of these, deterministically — no model judgment calls, no exceptions made by hand:

We exclude, regardless of the above:

How we rank

Once a candidate qualifies, it gets a deterministic 0-100 editor score from: rarity (production numbers, where we know them), age, performance, positive signals in the description (matching numbers, one owner, documented history, low mileage, original paint), and a penalty for negative signals (rust, "needs work", project car, accident, flood). The score decides ranking; it never overrides the qualification rule above, and it never publishes anything by itself — every candidate is reviewed by a person before it goes live.

What we don’t do

No AI-written descriptions presented as if they were the seller’s own words. No fabricated listings, ever — if the magazine looks sparse, that’s because it is; we don’t fill space with things that aren’t real. No paid placement that isn’t disclosed.